Dat Quoc Nguyen
Dat Quoc Nguyen
Senior research scientist, VinAI Research, Vietnam; Honorary fellow, The University of Melbourne
Verified email at unimelb.edu.au - Homepage
Title
Cited by
Cited by
Year
Improving Topic Models with Latent Feature Word Representations
DQ Nguyen, R Billingsley, L Du, M Johnson
Transactions of the ACL 3, 299-313, 2015
172*2015
STransE: a novel embedding model of entities and relationships in knowledge bases
DQ Nguyen, K Sirts, L Qu, M Johnson
Proceedings of NAACL 2016, 2016
982016
A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network
DQ Nguyen, TD Nguyen, DQ Nguyen, D Phung
Proceedings of NAACL 2018, 2018
882018
Characterizing Twitter Discussions About HPV Vaccines Using Topic Modeling and Community Detection
D Surian, DQ Nguyen, G Kennedy, M Johnson, E Coiera, AG Dunn
Journal of Medical Internet Research 18 (8), e232, 2016
732016
An overview of embedding models of entities and relationships for knowledge base completion
DQ Nguyen
arXiv preprint arXiv:1703.08098v7, 2020
542020
RDRPOSTagger: A Ripple Down Rules-based Part-Of-Speech Tagger
DQ Nguyen, DQ Nguyen, DD Pham, SB Pham
Proceedings of EACL 2014: Demonstrations, 2014
47*2014
Predicting Relevant News Events for Timeline Summaries
GB Tran, M Alrifai, DQ Nguyen
Proceedings of the WWW 2013 Poster Track, 2013
37*2013
A Robust Transformation-Based Learning Approach Using Ripple Down Rules for Part-of-Speech Tagging
DQ Nguyen, DQ Nguyen, DD Pham, SB Pham
AI Communications 29 (3), 409-422, 2016
362016
A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization
DQ Nguyen, T Vu, TD Nguyen, DQ Nguyen, D Phung
Proceedings of NAACL 2019, 2019
28*2019
Neighborhood Mixture Model for Knowledge Base Completion
DQ Nguyen, K Sirts, L Qu, M Johnson
Proceedings of CoNLL 2016, 2016
272016
From Treebank Conversion to Automatic Dependency Parsing for Vietnamese
DQ Nguyen, DQ Nguyen, SB Pham, PT Nguyen, ML Nguyen
Proceedings of NLDB 2014, 2014
262014
Sentiment classification on polarity reviews: an empirical study using rating-based features
DQ Nguyen, DQ Nguyen, T Vu, SB Pham
Proceedings of WASSA 2014, 2014
242014
A Novel Neural Network Model for Joint POS Tagging and Graph-based Dependency Parsing
DQ Nguyen, M Dras, M Johnson
Proceedings of the CoNLL 2017 Shared Task, 2017
232017
A Vietnamese Question Answering System
DQ Nguyen, DQ Nguyen, SB Pham
Proceedings of KSE 2009, 2009
222009
An improved neural network model for joint POS tagging and dependency parsing
DQ Nguyen, K Verspoor
Proceedings of the CoNLL 2018 Shared Task, 2018
212018
Search Personalization with Embeddings
T Vu, DQ Nguyen, M Johnson, D Song, A Willis
Proceedings of ECIR 2017, 2017
192017
Ripple Down Rules for Part-Of-Speech Tagging
DQ Nguyen, DQ Nguyen, SB Pham, DD Pham
Proceedings of CICLing 2011, 2011
182011
A Mixture Model for Learning Multi-Sense Word Embeddings
DQ Nguyen, DQ Nguyen, A Modi, S Thater, M Pinkal
Proceedings of *SEM 2017, 2017
162017
A Fast and Accurate Vietnamese Word Segmenter
DQ Nguyen, DQ Nguyen, T Vu, M Dras, M Johnson
Proceedings of LREC 2018, 2018
152018
jLDADMM: A Java package for the LDA and DMM topic models
DQ Nguyen
arXiv preprint arXiv:1808.03835, 2018
142018
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Articles 1–20